Muhammad Sajid Ali is currently Ph.D. candidate at TUM working on machine learning for fleet management in autonomous mobilty on demand systems. He has a masters in Simulation Science from RWTH Aachen University. He has earlier worked as an engineer at Robert Bosch Engineering and Business Solution Pvt. Ltd., Bangalore after his bachelors in mechanical engineering from MSRIT, Bangalore. His research insterests include simulation, machine learning and deep reinforcement learning.